Databricks vs Yellowbrick Data
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Databricks is the stronger AI pick in Data Warehouse: it has a visibility score of 37.9 versus 0 for Yellowbrick Data.
Choose Databricks if…
- You want the brand AI engines rank higher (37.9 vs 0)
- You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 2 Type II or SOC 3 coverage
- You prefer a larger, established vendor (5,000+ employees)
- Lakehouse architecture combining data warehousing with data lake flexibility
Choose Yellowbrick Data if…
- You need a self-hosted or on-premises option
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Databricks | Yellowbrick Data |
|---|---|---|
| Visibility score | 37.9% | 0% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #4 | #39 |
| Share of voice | 9.3% | 0% |
| Mentions this run | 52 | 0 |
| Positive in AI answers | 35% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · Yellowbrick Data 0pp over 0 weekly runs.
Engine by engine
Databricks leads on 3 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | Databricks | Yellowbrick Data |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | $482 / mo |
| Free plan | — | No |
| Deployment | Available across all major cloud providers | Installed in your own AWS, Azure or GCP cloud account, or on-premises, with Kubernetes-based architecture and a self-contained management plane. |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | — |
| Support | Technical support on request, Technical documentation | Global 24x7 support included in every subscription at no extra charge, Customer success team |
| Founded | 2013 | 2014 |
| Headquarters | San Francisco, CA | Mountain View, California, US |
| Employees | 5,000+ | 201–500 |
| Funding | Round at $60B valuation, including secondary sale | Series A |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | Enterprises that need high-concurrency data warehousing and streaming analytics while keeping data under their own control in their cloud or data center, and SaaS vendors that embed analytics in their applications. |
Plans side by side
Databricks
Pricing not available.
Yellowbrick Data
Pros and cons
Themes from the AI answers that mention each brand
Databricks
- Lakehouse architecture combining data warehousing with data lake flexibility
- Strong for machine learning, AI, and data engineering workloads
- Top customer satisfaction ratings alongside Snowflake
- Free trial and free Edition for learning
- Discounts for annual prepaid commitments
- Complex consumption-based pricing with no single fixed price
- Best only when ML, Spark, or Python skills are central to the team
Yellowbrick Data
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs Yellowbrick Data”, https://slateindex.ai/compare/databricks-vs-yellowbrick-data, data of Nov 3, 2026. Licence: CC BY 4.0.